Visualisation Contracts in Scotland

Visualization
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Visualisation skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Visualisation over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 82 86 122
Rank change year-on-year +4 +36 -36
Contract jobs citing Visualisation 35 43 41
As % of all contract jobs advertised in Scotland 2.15% 1.94% 1.43%
As % of the Processes & Methodologies category 2.31% 2.19% 1.55%
Number of daily rates quoted 22 26 34
10th Percentile £192 - £198
25th Percentile £381 £400 £273
Median daily rate (50th Percentile) £450 £470 £463
Median % change year-on-year -4.26% +1.62% -2.63%
75th Percentile £534 £534 £528
90th Percentile £550 £563 £569
UK median daily rate £475 £500 £502
% change year-on-year -5.00% -0.40% -4.38%
Number of hourly rates quoted 0 1 2
10th Percentile - - £17.61
25th Percentile - - £18.22
Median hourly rate - £22.87 £19.86
Median % change year-on-year - +15.19% -56.01%
75th Percentile - - £22.12
90th Percentile - - £23.10
UK median hourly rate £33.11 £57.50 £65.00
% change year-on-year -42.42% -11.54% +36.84%

All Process and Methodology Skills
Scotland

Visualisation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,518 1,963 2,651
As % of all contract IT jobs advertised in Scotland 93.42% 88.54% 92.63%
Number of daily rates quoted 920 1,196 1,908
10th Percentile £263 £229 £263
25th Percentile £375 £400 £408
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +2.15%
75th Percentile £550 £588 £556
90th Percentile £606 £675 £650
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 47 94 54
10th Percentile £16.19 £12.36 £10.63
25th Percentile £17.30 £16.00 £11.51
Median hourly rate £21.59 £19.34 £17.72
Median % change year-on-year +11.66% +9.11% -55.69%
75th Percentile £24.66 £40.94 £53.75
90th Percentile £51.48 £60.75 £66.09
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Visualisation
Job Vacancy Trend in Scotland

Job postings citing Visualisation as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Visualisation in Scotland

Visualisation
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Visualisation in Scotland.

Daily rate trend for Visualisation in Scotland

Visualisation
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Visualisation in Scotland over the 6 months to 1 May 2025.

Daily rate histogram for Visualisation in Scotland

Visualisation
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing Visualisation in Scotland.

Hourly rate trend for Visualisation in Scotland

Visualisation
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Visualisation within the Scotland region over the 6 months to 1 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +11 18 £478 -8.95% 26
Glasgow -7 16 £450 +4.05% 27
Dumfries and Galloway - 1 £463 -
Visualisation
UK

Visualisation
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (2.86%) Confluence
1 1 (2.86%) Jupyter
1 1 (2.86%) TPMS
Applications
1 8 (22.86%) Microsoft Office
2 7 (20.00%) Microsoft Excel
3 4 (11.43%) Microsoft PowerPoint
4 2 (5.71%) Sketch
Business Applications
1 2 (5.71%) Oracle ERP
Cloud Services
1 14 (40.00%) Power Platform
2 5 (14.29%) Azure
2 5 (14.29%) Microsoft 365
3 3 (8.57%) BlazeMeter
4 2 (5.71%) Azure Data Factory
4 2 (5.71%) Azure DevOps
4 2 (5.71%) Azure Synapse Analytics
4 2 (5.71%) Figma
4 2 (5.71%) OCI
5 1 (2.86%) AWS
5 1 (2.86%) Cloud Computing
5 1 (2.86%) Dynamics 365
Database & Business Intelligence
1 14 (40.00%) Power BI
2 7 (20.00%) Tableau
3 5 (14.29%) MongoDB
4 3 (8.57%) Apache Cassandra
4 3 (8.57%) NoSQL
5 2 (5.71%) Data Lake
5 2 (5.71%) Data Mining
5 2 (5.71%) Data Warehouse
5 2 (5.71%) Oracle BI Publisher
5 2 (5.71%) Oracle Reports
6 1 (2.86%) Azure SQL Database
6 1 (2.86%) Hadoop
Development Applications
1 3 (8.57%) JUnit
2 1 (2.86%) JIRA
General
1 12 (34.29%) Finance
2 10 (28.57%) Analytical Skills
3 9 (25.71%) Social Skills
4 7 (20.00%) Banking
4 7 (20.00%) Public Sector
5 5 (14.29%) Influencing Skills
6 4 (11.43%) Inclusion and Diversity
7 2 (5.71%) Retail
7 2 (5.71%) Retail Banking
8 1 (2.86%) Corporate Banking
8 1 (2.86%) Investment Banking
8 1 (2.86%) Organisational Skills
8 1 (2.86%) Presentation Skills
Job Titles
1 8 (22.86%) Developer
2 5 (14.29%) Lead
3 4 (11.43%) Analyst
3 4 (11.43%) Deployment Engineer
4 3 (8.57%) Data Engineer
4 3 (8.57%) Designer
4 3 (8.57%) Insight Manager
4 3 (8.57%) Java Developer
4 3 (8.57%) Performance Manager
5 2 (5.71%) Business Intelligence Developer
5 2 (5.71%) Consultant
5 2 (5.71%) Data Analyst
5 2 (5.71%) Data Analytics Engineer
5 2 (5.71%) Full-Stack Developer
5 2 (5.71%) Full-Stack Java Developer
5 2 (5.71%) IT Engineer
5 2 (5.71%) Tableau Developer
5 2 (5.71%) UX Designer
6 1 (2.86%) Business Intelligence Manager
6 1 (2.86%) Insight Analyst
Libraries, Frameworks & Software Standards
1 5 (14.29%) React
2 3 (8.57%) CSS
2 3 (8.57%) Spring
3 2 (5.71%) AngularJS
4 1 (2.86%) Oracle Fusion
Miscellaneous
1 3 (8.57%) Algorithms
1 3 (8.57%) Product Ownership
2 2 (5.71%) Data Protection Act
3 1 (2.86%) Cyber Security Posture
3 1 (2.86%) Data Structures
3 1 (2.86%) Management Information System
3 1 (2.86%) Security Posture
3 1 (2.86%) Team-Oriented Environment
3 1 (2.86%) Video\Live Streaming
Operating Systems
1 4 (11.43%) Windows
2 2 (5.71%) Android
2 2 (5.71%) Apple iOS
2 2 (5.71%) Linux
2 2 (5.71%) Ubuntu
Processes & Methodologies
1 16 (45.71%) Data Visualisation
2 15 (42.86%) Agile
3 14 (40.00%) Business Intelligence
4 10 (28.57%) Data Analysis
5 8 (22.86%) Analytics
5 8 (22.86%) Data Modelling
5 8 (22.86%) Decision-Making
6 6 (17.14%) Asset Management
6 6 (17.14%) Continuous Improvement
6 6 (17.14%) Problem-Solving
6 6 (17.14%) SDLC
7 5 (14.29%) Customer Service
8 4 (11.43%) Actionable Insight
8 4 (11.43%) CI/CD
8 4 (11.43%) Community of Practice
8 4 (11.43%) Dashboard Development
8 4 (11.43%) Inventory Management
8 4 (11.43%) Logistics
8 4 (11.43%) Risk Management
8 4 (11.43%) Software Engineering
Programming Languages
1 13 (37.14%) SQL
2 7 (20.00%) Python
3 3 (8.57%) Data Analysis Expressions
3 3 (8.57%) Java
3 3 (8.57%) JavaScript
3 3 (8.57%) TypeScript
4 2 (5.71%) R
5 1 (2.86%) Perl
Qualifications
1 3 (8.57%) Degree
2 2 (5.71%) ISACA
3 1 (2.86%) Azure Certification
3 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 4 (11.43%) Data Quality
2 3 (8.57%) Disclosure Scotland
3 2 (5.71%) Actionable Recommendations
4 1 (2.86%) QA
Systems Management
1 4 (11.43%) Microsoft Intune
1 4 (11.43%) SCCM
2 3 (8.57%) Grafana
3 1 (2.86%) Kubernetes
Vendors
1 16 (45.71%) Microsoft
2 4 (11.43%) Databricks
2 4 (11.43%) HP
3 3 (8.57%) Dynatrace
3 3 (8.57%) Splunk
4 2 (5.71%) Oracle
4 2 (5.71%) ServiceNow